Pandas Profiling Report

Dataset statistics

Number of variables	73
Number of observations	18979
Missing cells	17966
Missing cells (%)	1.3%
Total size in memory	10.6 MiB
Average record size in memory	584.0 B

Variable types

Numeric	64
Text	9

Alerts

`Loan Date End` has 17966 (94.7%) missing values	Missing
`ID` has unique values	Unique
`Contract` has 649 (3.4%) zeros	Zeros
`Value` has 248 (1.3%) zeros	Zeros
`Wage` has 237 (1.2%) zeros	Zeros
`Release Clause` has 1261 (6.6%) zeros	Zeros

Reproduction

Analysis started	2023-11-04 22:12:15.703324
Analysis finished	2023-11-04 22:12:17.241953
Duration	1.54 second
Software version	ydata-profiling vv4.6.1
Download configuration	config.json

ID
Real number (ℝ)

UNIQUE

Distinct	18979
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	226403.3848

Minimum	41
Maximum	259216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	41
5-th percentile	178602.7
Q1	210135
median	232418
Q3	246922.5
95-th percentile	257541.1
Maximum	259216
Range	259175
Interquartile range (IQR)	36787.5

Descriptive statistics

Standard deviation	27141.05416
Coefficient of variation (CV)	0.119879189
Kurtosis	5.833942433
Mean	226403.3848
Median Absolute Deviation (MAD)	18658
Skewness	-1.569371843
Sum	4296909840
Variance	736636820.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
158023	1	< 0.1%
191657	1	< 0.1%
183596	1	< 0.1%
199338	1	< 0.1%
254383	1	< 0.1%
225705	1	< 0.1%
221864	1	< 0.1%
232367	1	< 0.1%
251303	1	< 0.1%
227751	1	< 0.1%
Other values (18969)	18969	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
41	1	< 0.1%
1179	1	< 0.1%
2147	1	< 0.1%
2702	1	< 0.1%
3281	1	< 0.1%

Value	Count	Frequency (%)
259216	1	< 0.1%
259214	1	< 0.1%
259212	1	< 0.1%
259211	1	< 0.1%
259209	1	< 0.1%

Name
Text

Distinct	17920
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	22
Median length	20
Mean length	10.03245693
Min length	3

Characters and Unicode

Total characters	190406
Distinct characters	137
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17160 ?
Unique (%)	90.4%

Sample

1st row	L. Messi
2nd row	Cristiano Ronaldo
3rd row	J. Oblak
4th row	K. De Bruyne
5th row	Neymar Jr

Value	Count	Frequency (%)
j	1770	4.6%
m	1768	4.6%
a	1672	4.4%
s	1019	2.7%
d	965	2.5%
l	834	2.2%
r	816	2.1%
c	725	1.9%
t	654	1.7%
k	617	1.6%
Other values (14121)	27313	71.6%

Most occurring characters

Value	Count	Frequency (%)
	19174	10.1%
.	15866	8.3%
a	14847	7.8%
e	12000	6.3%
o	10161	5.3%
i	9781	5.1%
n	9476	5.0%
r	9385	4.9%
l	6705	3.5%
s	5773	3.0%
Other values (127)	77238	40.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	116716	61.3%
Uppercase Letter	38388	20.2%
Space Separator	19174	10.1%
Other Punctuation	15949	8.4%
Dash Punctuation	170	0.1%
Other Symbol	7	< 0.1%
Format	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	14847	12.7%
e	12000	10.3%
o	10161	8.7%
i	9781	8.4%
n	9476	8.1%
r	9385	8.0%
l	6705	5.7%
s	5773	4.9%
u	4696	4.0%
t	4214	3.6%
Other values (71)	29678	25.4%

Uppercase Letter

Value	Count	Frequency (%)
M	3783	9.9%
A	3163	8.2%
S	2913	7.6%
J	2622	6.8%
B	2240	5.8%
C	2205	5.7%
D	2073	5.4%
R	1928	5.0%
L	1884	4.9%
G	1677	4.4%
Other values (40)	13900	36.2%

Other Punctuation

Value	Count	Frequency (%)
.	15866	99.5%
'	83	0.5%

Space Separator

Value	Count	Frequency (%)
	19174	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	170	100.0%

Other Symbol

Value	Count	Frequency (%)
�	7	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	155104	81.5%
Common	35302	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	14847	9.6%
e	12000	7.7%
o	10161	6.6%
i	9781	6.3%
n	9476	6.1%
r	9385	6.1%
l	6705	4.3%
s	5773	3.7%
u	4696	3.0%
t	4214	2.7%
Other values (121)	68066	43.9%

Common

Value	Count	Frequency (%)
	19174	54.3%
.	15866	44.9%
-	170	0.5%
'	83	0.2%
�	7	< 0.1%
	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	186534	98.0%
None	3865	2.0%
Specials	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	19174	10.3%
.	15866	8.5%
a	14847	8.0%
e	12000	6.4%
o	10161	5.4%
i	9781	5.2%
n	9476	5.1%
r	9385	5.0%
l	6705	3.6%
s	5773	3.1%
Other values (46)	73366	39.3%

None

Value	Count	Frequency (%)
á	517	13.4%
é	512	13.2%
í	474	12.3%
ć	341	8.8%
ó	222	5.7%
ñ	150	3.9%
ü	149	3.9%
ö	130	3.4%
ú	108	2.8%
ã	86	2.2%
Other values (70)	1176	30.4%

Specials

Value	Count	Frequency (%)
�	7	100.0%

LongName
Text

Distinct	18852
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	35
Median length	31
Mean length	15.00900996
Min length	5

Characters and Unicode

Total characters	284856
Distinct characters	141
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18731 ?
Unique (%)	98.7%

Sample

1st row	Lionel Messi
2nd row	C. Ronaldo dos Santos Aveiro
3rd row	Jan Oblak
4th row	Kevin De Bruyne
5th row	Neymar da Silva Santos Jr.

Value	Count	Frequency (%)
de	240	0.6%
al	229	0.5%
josé	190	0.4%
silva	188	0.4%
daniel	169	0.4%
david	161	0.4%
juan	153	0.4%
da	145	0.3%
carlos	144	0.3%
luis	124	0.3%
Other values (18437)	41340	96.0%

Most occurring characters

Value	Count	Frequency (%)
a	28687	10.1%
	24104	8.5%
e	21752	7.6%
i	19095	6.7%
o	18907	6.6%
n	18296	6.4%
r	17560	6.2%
l	12434	4.4%
s	11188	3.9%
u	8361	2.9%
Other values (131)	104472	36.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	217200	76.2%
Uppercase Letter	43108	15.1%
Space Separator	24104	8.5%
Dash Punctuation	276	0.1%
Other Punctuation	166	0.1%
Format	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	28687	13.2%
e	21752	10.0%
i	19095	8.8%
o	18907	8.7%
n	18296	8.4%
r	17560	8.1%
l	12434	5.7%
s	11188	5.2%
u	8361	3.8%
t	7855	3.6%
Other values (72)	53065	24.4%

Uppercase Letter

Value	Count	Frequency (%)
M	4333	10.1%
A	3604	8.4%
S	3422	7.9%
J	2963	6.9%
C	2540	5.9%
B	2429	5.6%
D	2266	5.3%
R	2250	5.2%
L	2097	4.9%
G	1913	4.4%
Other values (44)	15291	35.5%

Other Punctuation

Value	Count	Frequency (%)
'	88	53.0%
.	78	47.0%

Space Separator

Value	Count	Frequency (%)
	24104	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	276	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260308	91.4%
Common	24548	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	28687	11.0%
e	21752	8.4%
i	19095	7.3%
o	18907	7.3%
n	18296	7.0%
r	17560	6.7%
l	12434	4.8%
s	11188	4.3%
u	8361	3.2%
t	7855	3.0%
Other values (126)	96173	36.9%

Common

Value	Count	Frequency (%)
	24104	98.2%
-	276	1.1%
'	88	0.4%
.	78	0.3%
	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	278428	97.7%
None	6428	2.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	28687	10.3%
	24104	8.7%
e	21752	7.8%
i	19095	6.9%
o	18907	6.8%
n	18296	6.6%
r	17560	6.3%
l	12434	4.5%
s	11188	4.0%
u	8361	3.0%
Other values (46)	98044	35.2%

None

Value	Count	Frequency (%)
é	1078	16.8%
á	1041	16.2%
í	910	14.2%
ó	368	5.7%
ć	342	5.3%
ñ	202	3.1%
ú	200	3.1%
ü	172	2.7%
ö	154	2.4%
Á	142	2.2%
Other values (75)	1819	28.3%

Nationality
Text

Distinct	164
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	24
Median length	21
Mean length	7.659571105
Min length	4

Characters and Unicode

Total characters	145371
Distinct characters	53
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	0.1%

Sample

1st row	Argentina
2nd row	Portugal
3rd row	Slovenia
4th row	Belgium
5th row	Brazil

Value	Count	Frequency (%)
england	1705	7.8%
germany	1195	5.5%
spain	1065	4.9%
france	1003	4.6%
argentina	943	4.3%
brazil	887	4.1%
republic	796	3.6%
japan	485	2.2%
netherlands	438	2.0%
ireland	421	1.9%
Other values (182)	12921	59.1%

Most occurring characters

Value	Count	Frequency (%)
a	19966	13.7%
n	14361	9.9%
e	11663	8.0%
r	10325	7.1%
i	9536	6.6%
l	8076	5.6%
o	5682	3.9%
d	5194	3.6%
t	4968	3.4%
u	4691	3.2%
Other values (43)	50909	35.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	120544	82.9%
Uppercase Letter	21936	15.1%
Space Separator	2880	2.0%
Other Punctuation	11	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	19966	16.6%
n	14361	11.9%
e	11663	9.7%
r	10325	8.6%
i	9536	7.9%
l	8076	6.7%
o	5682	4.7%
d	5194	4.3%
t	4968	4.1%
u	4691	3.9%
Other values (19)	26082	21.6%

Uppercase Letter

Value	Count	Frequency (%)
S	3128	14.3%
A	2069	9.4%
E	2028	9.2%
R	1655	7.5%
C	1573	7.2%
G	1537	7.0%
B	1505	6.9%
P	1503	6.9%
F	1092	5.0%
N	1090	5.0%
Other values (12)	4756	21.7%

Space Separator

Value	Count	Frequency (%)
	2880	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	142480	98.0%
Common	2891	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	19966	14.0%
n	14361	10.1%
e	11663	8.2%
r	10325	7.2%
i	9536	6.7%
l	8076	5.7%
o	5682	4.0%
d	5194	3.6%
t	4968	3.5%
u	4691	3.3%
Other values (41)	48018	33.7%

Common

Value	Count	Frequency (%)
	2880	99.6%
&	11	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	145368	> 99.9%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	19966	13.7%
n	14361	9.9%
e	11663	8.0%
r	10325	7.1%
i	9536	6.6%
l	8076	5.6%
o	5682	3.9%
d	5194	3.6%
t	4968	3.4%
u	4691	3.2%
Other values (40)	50906	35.0%

None

Value	Count	Frequency (%)
ã	1	33.3%
é	1	33.3%
í	1	33.3%

Age
Real number (ℝ)

Distinct	29
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.19410928

Minimum	16
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	16
5-th percentile	18
Q1	21
median	25
Q3	29
95-th percentile	33
Maximum	53
Range	37
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.710520473
Coefficient of variation (CV)	0.1869691213
Kurtosis	-0.4270829882
Mean	25.19410928
Median Absolute Deviation (MAD)	4
Skewness	0.4044011837
Sum	478159
Variance	22.18900313
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
23	1465	7.7%
24	1426	7.5%
22	1421	7.5%
20	1408	7.4%
21	1381	7.3%
26	1287	6.8%
28	1271	6.7%
25	1239	6.5%
27	1213	6.4%
19	1076	5.7%
Other values (19)	5792	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	35	0.2%
17	289	1.5%
18	697	3.7%
19	1076	5.7%
20	1408	7.4%

Value	Count	Frequency (%)
53	1	< 0.1%
43	2	< 0.1%
42	5	< 0.1%
41	6	< 0.1%
40	13	0.1%

↓OVA
Real number (ℝ)

Distinct	47
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.71863639

Minimum	47
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	47
5-th percentile	54
Q1	61
median	66
Q3	70
95-th percentile	77
Maximum	93
Range	46
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.968998989
Coefficient of variation (CV)	0.1060429639
Kurtosis	0.01225806293
Mean	65.71863639
Median Absolute Deviation (MAD)	5
Skewness	0.09512241139
Sum	1247274
Variance	48.5669469
Monotonicity	Decreasing

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
65	1179	6.2%
66	1157	6.1%
64	1152	6.1%
67	1112	5.9%
63	1086	5.7%
68	979	5.2%
62	953	5.0%
69	941	5.0%
70	884	4.7%
61	821	4.3%
Other values (37)	8715	45.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
47	14	0.1%
48	41	0.2%
49	61	0.3%
50	122	0.6%
51	177	0.9%

Value	Count	Frequency (%)
93	1	< 0.1%
92	1	< 0.1%
91	4	< 0.1%
90	6	< 0.1%
89	6	< 0.1%

POT
Real number (ℝ)

Distinct	48
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.13641393

Minimum	47
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	47
5-th percentile	62
Q1	67
median	71
Q3	75
95-th percentile	82
Maximum	95
Range	48
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.114634632
Coefficient of variation (CV)	0.08595646441
Kurtosis	0.07911269491
Mean	71.13641393
Median Absolute Deviation (MAD)	4
Skewness	0.1993007312
Sum	1350098
Variance	37.38875668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
70	1289	6.8%
72	1262	6.6%
73	1206	6.4%
71	1199	6.3%
69	1189	6.3%
67	1108	5.8%
68	1101	5.8%
75	1016	5.4%
74	1016	5.4%
66	945	5.0%
Other values (38)	7648	40.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
47	1	< 0.1%
48	2	< 0.1%
49	1	< 0.1%
50	2	< 0.1%
51	5	< 0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
93	7	< 0.1%
92	5	< 0.1%
91	10	0.1%
90	14	0.1%

Club
Text

Distinct	682
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	35
Median length	25
Mean length	13.284525
Min length	3

Characters and Unicode

Total characters	252127
Distinct characters	99
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	FC Barcelona
2nd row	Juventus
3rd row	Atlético Madrid
4th row	Manchester City
5th row	Paris Saint-Germain

Value	Count	Frequency (%)
fc	3236	7.9%
club	1046	2.6%
de	616	1.5%
city	563	1.4%
united	562	1.4%
atlético	397	1.0%
al	382	0.9%
sc	333	0.8%
town	297	0.7%
cf	285	0.7%
Other values (974)	33151	81.1%

Most occurring characters

Value	Count	Frequency (%)
	21889	8.7%
a	19962	7.9%
e	19200	7.6%
n	15097	6.0%
o	13755	5.5%
i	13519	5.4%
r	13327	5.3%
l	12131	4.8%
t	10889	4.3%
C	8729	3.5%
Other values (89)	103629	41.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	177045	70.2%
Uppercase Letter	50267	19.9%
Space Separator	21889	8.7%
Decimal Number	1484	0.6%
Other Punctuation	1049	0.4%
Dash Punctuation	339	0.1%
Close Punctuation	27	< 0.1%
Open Punctuation	27	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	19962	11.3%
e	19200	10.8%
n	15097	8.5%
o	13755	7.8%
i	13519	7.6%
r	13327	7.5%
l	12131	6.9%
t	10889	6.2%
s	8290	4.7%
u	6517	3.7%
Other values (42)	44358	25.1%

Uppercase Letter

Value	Count	Frequency (%)
C	8729	17.4%
F	5708	11.4%
S	5173	10.3%
A	3779	7.5%
B	2529	5.0%
K	1979	3.9%
M	1977	3.9%
L	1804	3.6%
R	1772	3.5%
P	1736	3.5%
Other values (19)	15081	30.0%

Decimal Number

Value	Count	Frequency (%)
1	379	25.5%
8	253	17.0%
0	225	15.2%
9	179	12.1%
4	143	9.6%
6	109	7.3%
3	77	5.2%
5	60	4.0%
7	30	2.0%
2	29	2.0%

Other Punctuation

Value	Count	Frequency (%)
.	912	86.9%
&	60	5.7%
'	50	4.8%
/	27	2.6%

Space Separator

Value	Count	Frequency (%)
	21889	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	339	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	227312	90.2%
Common	24815	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	19962	8.8%
e	19200	8.4%
n	15097	6.6%
o	13755	6.1%
i	13519	5.9%
r	13327	5.9%
l	12131	5.3%
t	10889	4.8%
C	8729	3.8%
s	8290	3.6%
Other values (71)	92413	40.7%

Common

Value	Count	Frequency (%)
	21889	88.2%
.	912	3.7%
1	379	1.5%
-	339	1.4%
8	253	1.0%
0	225	0.9%
9	179	0.7%
4	143	0.6%
6	109	0.4%
3	77	0.3%
Other values (8)	310	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	248018	98.4%
None	4109	1.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	21889	8.8%
a	19962	8.0%
e	19200	7.7%
n	15097	6.1%
o	13755	5.5%
i	13519	5.5%
r	13327	5.4%
l	12131	4.9%
t	10889	4.4%
C	8729	3.5%
Other values (59)	99520	40.1%

None

Value	Count	Frequency (%)
é	751	18.3%
ü	531	12.9%
ó	478	11.6%
ş	307	7.5%
ö	248	6.0%
í	226	5.5%
á	213	5.2%
ł	189	4.6%
ø	158	3.8%
ń	106	2.6%
Other values (20)	902	22.0%

Contract
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.63533379

Minimum	0
Maximum	23
Zeros	649
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	8
Maximum	23
Range	23
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.300017471
Coefficient of variation (CV)	0.6326839854
Kurtosis	4.676631584
Mean	3.63533379
Median Absolute Deviation (MAD)	1
Skewness	1.538374454
Sum	68995
Variance	5.290080365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
3	3901	20.6%
2	3665	19.3%
4	3615	19.0%
5	2356	12.4%
1	1990	10.5%
6	1062	5.6%
0	649	3.4%
7	633	3.3%
8	394	2.1%
9	244	1.3%
Other values (13)	470	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	649	3.4%
1	1990	10.5%
2	3665	19.3%
3	3901	20.6%
4	3615	19.0%

Value	Count	Frequency (%)
23	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	2	< 0.1%
18	8	< 0.1%

Positions
Text

Distinct	640
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	12
Median length	11
Mean length	4.730965804
Min length	2

Characters and Unicode

Total characters	89789
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	212 ?
Unique (%)	1.1%

Sample

1st row	RW, ST, CF
2nd row	ST, LW
3rd row	GK
4th row	CAM, CM
5th row	LW, CAM

Value	Count	Frequency (%)
cm	3983	13.1%
cb	3880	12.7%
st	3334	10.9%
cdm	2832	9.3%
lm	2411	7.9%
rm	2383	7.8%
cam	2223	7.3%
gk	2075	6.8%
lb	2062	6.8%
rb	2053	6.7%
Other values (5)	3257	10.7%

Most occurring characters

Value	Count	Frequency (%)
M	13832	15.4%
C	13293	14.8%
,	11514	12.8%
	11514	12.8%
B	8715	9.7%
L	5911	6.6%
R	5880	6.5%
S	3334	3.7%
T	3334	3.7%
W	2882	3.2%
Other values (5)	9580	10.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	66761	74.4%
Other Punctuation	11514	12.8%
Space Separator	11514	12.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	13832	20.7%
C	13293	19.9%
B	8715	13.1%
L	5911	8.9%
R	5880	8.8%
S	3334	5.0%
T	3334	5.0%
W	2882	4.3%
D	2832	4.2%
A	2223	3.3%
Other values (3)	4525	6.8%

Other Punctuation

Value	Count	Frequency (%)
,	11514	100.0%

Space Separator

Value	Count	Frequency (%)
	11514	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	66761	74.4%
Common	23028	25.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	13832	20.7%
C	13293	19.9%
B	8715	13.1%
L	5911	8.9%
R	5880	8.8%
S	3334	5.0%
T	3334	5.0%
W	2882	4.3%
D	2832	4.2%
A	2223	3.3%
Other values (3)	4525	6.8%

Common

Value	Count	Frequency (%)
,	11514	50.0%
	11514	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	89789	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	13832	15.4%
C	13293	14.8%
,	11514	12.8%
	11514	12.8%
B	8715	9.7%
L	5911	6.6%
R	5880	6.5%
S	3334	3.7%
T	3334	3.7%
W	2882	3.2%
Other values (5)	9580	10.7%

Height
Real number (ℝ)

Distinct	50
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	181.1992202

Minimum	155
Maximum	206
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	155
5-th percentile	170
Q1	176
median	181
Q3	186
95-th percentile	192
Maximum	206
Range	51
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.840033247
Coefficient of variation (CV)	0.03774869031
Kurtosis	-0.3401081437
Mean	181.1992202
Median Absolute Deviation (MAD)	5
Skewness	-0.03455374637
Sum	3438980
Variance	46.78605482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	1480	7.8%
178	1250	6.6%
185	1185	6.2%
183	1148	6.0%
175	1094	5.8%
188	931	4.9%
182	895	4.7%
184	817	4.3%
186	816	4.3%
177	742	3.9%
Other values (40)	8621	45.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
155	1	< 0.1%
156	1	< 0.1%
157	1	< 0.1%
158	3	< 0.1%
159	2	< 0.1%

Value	Count	Frequency (%)
206	1	< 0.1%
203	2	< 0.1%
202	4	< 0.1%
201	13	0.1%
200	7	< 0.1%

Weight
Real number (ℝ)

Distinct	56
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.01849413

Minimum	50
Maximum	110
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	50
5-th percentile	64
Q1	70
median	75
Q3	80
95-th percentile	87
Maximum	110
Range	60
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.073401753
Coefficient of variation (CV)	0.09428877286
Kurtosis	0.08815141181
Mean	75.01849413
Median Absolute Deviation (MAD)	5
Skewness	0.2290332636
Sum	1423776
Variance	50.03301236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	1495	7.9%
75	1457	7.7%
80	1108	5.8%
72	1024	5.4%
78	996	5.2%
74	958	5.0%
73	957	5.0%
77	893	4.7%
76	880	4.6%
68	795	4.2%
Other values (46)	8416	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	1	< 0.1%
52	2	< 0.1%
53	1	< 0.1%
54	5	< 0.1%
55	17	0.1%

Value	Count	Frequency (%)
110	1	< 0.1%
107	1	< 0.1%
104	3	< 0.1%
103	4	< 0.1%
102	4	< 0.1%

Preferred Foot
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	5
Median length	5
Mean length	4.761104379
Min length	4

Characters and Unicode

Total characters	90361
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Left
2nd row	Right
3rd row	Right
4th row	Right
5th row	Right

Value	Count	Frequency (%)
right	14445	76.1%
left	4534	23.9%

Most occurring characters

Value	Count	Frequency (%)
t	18979	21.0%
R	14445	16.0%
i	14445	16.0%
g	14445	16.0%
h	14445	16.0%
L	4534	5.0%
e	4534	5.0%
f	4534	5.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	71382	79.0%
Uppercase Letter	18979	21.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	18979	26.6%
i	14445	20.2%
g	14445	20.2%
h	14445	20.2%
e	4534	6.4%
f	4534	6.4%

Uppercase Letter

Value	Count	Frequency (%)
R	14445	76.1%
L	4534	23.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90361	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	18979	21.0%
R	14445	16.0%
i	14445	16.0%
g	14445	16.0%
h	14445	16.0%
L	4534	5.0%
e	4534	5.0%
f	4534	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	90361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	18979	21.0%
R	14445	16.0%
i	14445	16.0%
g	14445	16.0%
h	14445	16.0%
L	4534	5.0%
e	4534	5.0%
f	4534	5.0%

Best Position
Text

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	3
Median length	2
Mean length	2.225617788
Min length	2

Characters and Unicode

Total characters	42240
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RW
2nd row	ST
3rd row	GK
4th row	CAM
5th row	LW

Value	Count	Frequency (%)
cb	3686	19.4%
st	2680	14.1%
cam	2299	12.1%
gk	2075	10.9%
rm	1611	8.5%
cdm	1445	7.6%
lb	1086	5.7%
rb	1079	5.7%
cm	1047	5.5%
lm	871	4.6%
Other values (5)	1100	5.8%

Most occurring characters

Value	Count	Frequency (%)
C	8555	20.3%
M	7273	17.2%
B	6389	15.1%
R	3265	7.7%
S	2680	6.3%
T	2680	6.3%
L	2404	5.7%
A	2299	5.4%
G	2075	4.9%
K	2075	4.9%
Other values (3)	2545	6.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	42240	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	8555	20.3%
M	7273	17.2%
B	6389	15.1%
R	3265	7.7%
S	2680	6.3%
T	2680	6.3%
L	2404	5.7%
A	2299	5.4%
G	2075	4.9%
K	2075	4.9%
Other values (3)	2545	6.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	42240	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	8555	20.3%
M	7273	17.2%
B	6389	15.1%
R	3265	7.7%
S	2680	6.3%
T	2680	6.3%
L	2404	5.7%
A	2299	5.4%
G	2075	4.9%
K	2075	4.9%
Other values (3)	2545	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	8555	20.3%
M	7273	17.2%
B	6389	15.1%
R	3265	7.7%
S	2680	6.3%
T	2680	6.3%
L	2404	5.7%
A	2299	5.4%
G	2075	4.9%
K	2075	4.9%
Other values (3)	2545	6.0%

Joined
Text

Distinct	1869
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Memory size	148.4 KiB

Length

Max length	12
Median length	11
Mean length	11.42689288
Min length	11

Characters and Unicode

Total characters	216871
Distinct characters	34
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	688 ?
Unique (%)	3.6%

Sample

1st row	Jul 1, 2004
2nd row	Jul 10, 2018
3rd row	Jul 16, 2014
4th row	Aug 30, 2015
5th row	Aug 3, 2017

Value	Count	Frequency (%)
jul	7046	12.4%
1	6799	11.9%
2020	5868	10.3%
2019	5623	9.9%
jan	4492	7.9%
2018	3063	5.4%
aug	2800	4.9%
2017	1795	3.2%
sep	1284	2.3%
2016	972	1.7%
Other values (53)	17195	30.2%

Most occurring characters

Value	Count	Frequency (%)
	37958	17.5%
2	29631	13.7%
0	26238	12.1%
1	25024	11.5%
,	18979	8.8%
J	12339	5.7%
u	10647	4.9%
l	7046	3.2%
9	6688	3.1%
n	5293	2.4%
Other values (24)	37028	17.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	102997	47.5%
Space Separator	37958	17.5%
Lowercase Letter	37958	17.5%
Other Punctuation	18979	8.8%
Uppercase Letter	18979	8.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	10647	28.0%
l	7046	18.6%
n	5293	13.9%
a	4977	13.1%
g	2800	7.4%
e	2569	6.8%
p	1446	3.8%
b	955	2.5%
c	786	2.1%
t	456	1.2%
Other values (4)	983	2.6%

Decimal Number

Value	Count	Frequency (%)
2	29631	28.8%
0	26238	25.5%
1	25024	24.3%
9	6688	6.5%
8	4314	4.2%
7	2998	2.9%
3	2518	2.4%
6	2012	2.0%
5	1905	1.8%
4	1669	1.6%

Uppercase Letter

Value	Count	Frequency (%)
J	12339	65.0%
A	2962	15.6%
S	1284	6.8%
F	955	5.0%
M	485	2.6%
O	456	2.4%
D	330	1.7%
N	168	0.9%

Space Separator

Value	Count	Frequency (%)
	37958	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	18979	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	159934	73.7%
Latin	56937	26.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
J	12339	21.7%
u	10647	18.7%
l	7046	12.4%
n	5293	9.3%
a	4977	8.7%
A	2962	5.2%
g	2800	4.9%
e	2569	4.5%
p	1446	2.5%
S	1284	2.3%
Other values (12)	5574	9.8%

Common

Value	Count	Frequency (%)
	37958	23.7%
2	29631	18.5%
0	26238	16.4%
1	25024	15.6%
,	18979	11.9%
9	6688	4.2%
8	4314	2.7%
7	2998	1.9%
3	2518	1.6%
6	2012	1.3%
Other values (2)	3574	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216871	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37958	17.5%
2	29631	13.7%
0	26238	12.1%
1	25024	11.5%
,	18979	8.8%
J	12339	5.7%
u	10647	4.9%
l	7046	3.2%
9	6688	3.1%
n	5293	2.4%
Other values (24)	37028	17.1%

Loan Date End
Text

MISSING

Distinct	24
Distinct (%)	2.4%
Missing	17966
Missing (%)	94.7%
Memory size	148.4 KiB

Length

Max length	12
Median length	12
Mean length	11.97729516
Min length	11

Characters and Unicode

Total characters	12133
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	0.9%

Sample

1st row	Jun 30, 2021
2nd row	Jun 30, 2021
3rd row	Jun 30, 2021
4th row	Jun 30, 2021
5th row	Jun 30, 2021

Value	Count	Frequency (%)
2021	882	29.0%
30	796	26.2%
jun	793	26.1%
31	175	5.8%
dec	124	4.1%
2020	113	3.7%
jan	40	1.3%
may	32	1.1%
nov	18	0.6%
2022	17	0.6%
Other values (11)	49	1.6%

Most occurring characters

Value	Count	Frequency (%)
2	2066	17.0%
	2026	16.7%
0	1922	15.8%
1	1075	8.9%
,	1013	8.3%
3	982	8.1%
J	836	6.9%
n	833	6.9%
u	799	6.6%
D	124	1.0%
Other values (14)	457	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6055	49.9%
Space Separator	2026	16.7%
Lowercase Letter	2026	16.7%
Other Punctuation	1013	8.3%
Uppercase Letter	1013	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	833	41.1%
u	799	39.4%
e	124	6.1%
c	124	6.1%
a	72	3.6%
y	32	1.6%
o	18	0.9%
v	18	0.9%
g	3	0.1%
l	3	0.1%

Decimal Number

Value	Count	Frequency (%)
2	2066	34.1%
0	1922	31.7%
1	1075	17.8%
3	982	16.2%
7	7	0.1%
4	2	< 0.1%
5	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
J	836	82.5%
D	124	12.2%
M	32	3.2%
N	18	1.8%
A	3	0.3%

Space Separator

Value	Count	Frequency (%)
	2026	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1013	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9094	75.0%
Latin	3039	25.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
J	836	27.5%
n	833	27.4%
u	799	26.3%
D	124	4.1%
e	124	4.1%
c	124	4.1%
a	72	2.4%
y	32	1.1%
M	32	1.1%
N	18	0.6%
Other values (5)	45	1.5%

Common

Value	Count	Frequency (%)
2	2066	22.7%
	2026	22.3%
0	1922	21.1%
1	1075	11.8%
,	1013	11.1%
3	982	10.8%
7	7	0.1%
4	2	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12133	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2066	17.0%
	2026	16.7%
0	1922	15.8%
1	1075	8.9%
,	1013	8.3%
3	982	8.1%
J	836	6.9%
n	833	6.9%
u	799	6.6%
D	124	1.0%
Other values (14)	457	3.8%

Value
Real number (ℝ)

ZEROS

Distinct	255
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2865062.909

Minimum	0
Maximum	185500000
Zeros	248
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	0
5-th percentile	150000
Q1	475000
median	950000
Q3	2000000
95-th percentile	11500000
Maximum	185500000
Range	185500000
Interquartile range (IQR)	1525000

Descriptive statistics

Standard deviation	7685154.452
Coefficient of variation (CV)	2.682368484
Kurtosis	91.99606675
Mean	2865062.909
Median Absolute Deviation (MAD)	625000
Skewness	7.998518165
Sum	5.437602896 × 10¹⁰
Variance	5.906159896 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200000	582	3.1%
1100000	559	2.9%
1300000	534	2.8%
1600000	532	2.8%
1000000	497	2.6%
1400000	467	2.5%
1500000	392	2.1%
325000	392	2.1%
475000	386	2.0%
500000	383	2.0%
Other values (245)	14255	75.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	248	1.3%
9000	1	< 0.1%
15000	2	< 0.1%
20000	1	< 0.1%
25000	14	0.1%

Value	Count	Frequency (%)
185500000	1	< 0.1%
132000000	1	< 0.1%
129000000	1	< 0.1%
124000000	1	< 0.1%
121000000	1	< 0.1%

Wage
Real number (ℝ)

ZEROS

Distinct	134
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9092.062279

Minimum	0
Maximum	560000
Zeros	237
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	0
5-th percentile	500
Q1	1000
median	3000
Q3	8000
95-th percentile	38000
Maximum	560000
Range	560000
Interquartile range (IQR)	7000

Descriptive statistics

Standard deviation	19707.02109
Coefficient of variation (CV)	2.167497371
Kurtosis	93.46081046
Mean	9092.062279
Median Absolute Deviation (MAD)	2250
Skewness	7.30184754
Sum	172558250
Variance	388366680.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	2899	15.3%
500	2042	10.8%
1000	1891	10.0%
3000	1823	9.6%
4000	1050	5.5%
5000	956	5.0%
6000	742	3.9%
7000	507	2.7%
8000	452	2.4%
9000	407	2.1%
Other values (124)	6210	32.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	237	1.2%
500	2042	10.8%
550	183	1.0%
600	209	1.1%
650	174	0.9%

Value	Count	Frequency (%)
560000	1	< 0.1%
370000	1	< 0.1%
350000	2	< 0.1%
310000	2	< 0.1%
300000	2	< 0.1%

Release Clause
Real number (ℝ)

ZEROS

Distinct	1216
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3962951.309

Minimum	0
Maximum	203100000
Zeros	1261
Zeros (%)	6.6%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	423500
median	1000000
Q3	2800000
95-th percentile	17900000
Maximum	203100000
Range	203100000
Interquartile range (IQR)	2376500

Descriptive statistics

Standard deviation	9772761.891
Coefficient of variation (CV)	2.46603128
Kurtosis	70.647027
Mean	3962951.309
Median Absolute Deviation (MAD)	737000
Skewness	6.886444408
Sum	7.52128529 × 10¹⁰
Variance	9.550687497 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1261	6.6%
1100000	609	3.2%
1200000	504	2.7%
1300000	443	2.3%
1400000	385	2.0%
1500000	340	1.8%
1000000	328	1.7%
1600000	318	1.7%
1700000	285	1.5%
1800000	263	1.4%
Other values (1206)	14243	75.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1261	6.6%
9000	1	< 0.1%
12000	1	< 0.1%
13000	1	< 0.1%
22000	1	< 0.1%

Value	Count	Frequency (%)
203100000	1	< 0.1%
166500000	1	< 0.1%
161000000	1	< 0.1%
159400000	1	< 0.1%
147700000	1	< 0.1%

Attacking
Real number (ℝ)

Distinct	367
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	248.9381422

Minimum	42
Maximum	437
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	42
5-th percentile	74
Q1	222
median	263
Q3	297
95-th percentile	343
Maximum	437
Range	395
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	74.29942845
Coefficient of variation (CV)	0.2984654252
Kurtosis	0.794554593
Mean	248.9381422
Median Absolute Deviation (MAD)	37
Skewness	-1.059844338
Sum	4724597
Variance	5520.405068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
277	169	0.9%
261	167	0.9%
256	162	0.9%
279	160	0.8%
266	155	0.8%
281	147	0.8%
280	145	0.8%
254	145	0.8%
284	145	0.8%
292	144	0.8%
Other values (357)	17440	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42	2	< 0.1%
43	2	< 0.1%
45	4	< 0.1%
46	1	< 0.1%
47	2	< 0.1%

Value	Count	Frequency (%)
437	1	< 0.1%
429	2	< 0.1%
426	1	< 0.1%
425	1	< 0.1%
423	1	< 0.1%

Crossing
Real number (ℝ)

Distinct	89
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.68839243

Minimum	6
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	6
5-th percentile	13
Q1	38
median	54
Q3	63
95-th percentile	74
Maximum	94
Range	88
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	18.1311529
Coefficient of variation (CV)	0.3648971523
Kurtosis	-0.4625183743
Mean	49.68839243
Median Absolute Deviation (MAD)	12
Skewness	-0.6176443193
Sum	943036
Variance	328.7387055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	559	2.9%
59	554	2.9%
65	553	2.9%
62	543	2.9%
60	539	2.8%
64	518	2.7%
63	492	2.6%
61	460	2.4%
68	456	2.4%
55	451	2.4%
Other values (79)	13854	73.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	3	< 0.1%
7	9	< 0.1%
8	31	0.2%
9	43	0.2%
10	177	0.9%

Value	Count	Frequency (%)
94	1	< 0.1%
93	1	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
90	3	< 0.1%

Finishing
Real number (ℝ)

Distinct	93
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.84240476

Minimum	3
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	3
5-th percentile	10
Q1	30
median	49
Q3	62
95-th percentile	73
Maximum	95
Range	92
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	19.56708136
Coefficient of variation (CV)	0.426833659
Kurtosis	-0.8967076511
Mean	45.84240476
Median Absolute Deviation (MAD)	15
Skewness	-0.3436364408
Sum	870043
Variance	382.870673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	501	2.6%
60	479	2.5%
62	478	2.5%
55	436	2.3%
64	431	2.3%
65	431	2.3%
63	420	2.2%
59	401	2.1%
61	399	2.1%
66	396	2.1%
Other values (83)	14607	77.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	5	< 0.1%
4	8	< 0.1%
5	120	0.6%
6	128	0.7%
7	184	1.0%

Value	Count	Frequency (%)
95	2	< 0.1%
94	3	< 0.1%
93	1	< 0.1%
92	2	< 0.1%
91	3	< 0.1%

Heading Accuracy
Real number (ℝ)

Distinct	89
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.94272617

Minimum	5
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	44
median	55
Q3	64
95-th percentile	75
Maximum	93
Range	88
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	17.29440869
Coefficient of variation (CV)	0.3329515019
Kurtosis	0.2937327919
Mean	51.94272617
Median Absolute Deviation (MAD)	10
Skewness	-0.86802397
Sum	985821
Variance	299.096572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	704	3.7%
62	583	3.1%
55	579	3.1%
60	577	3.0%
59	537	2.8%
65	528	2.8%
64	513	2.7%
52	505	2.7%
54	504	2.7%
56	497	2.6%
Other values (79)	13452	70.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	3	< 0.1%
6	1	< 0.1%
7	8	< 0.1%
8	22	0.1%
9	30	0.2%

Value	Count	Frequency (%)
93	2	< 0.1%
92	3	< 0.1%
91	3	< 0.1%
90	7	< 0.1%
89	1	< 0.1%

Short Passing
Real number (ℝ)

Distinct	86
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.76811212

Minimum	7
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	7
5-th percentile	25
Q1	54
median	62
Q3	68
95-th percentile	77
Maximum	94
Range	87
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	14.51910567
Coefficient of variation (CV)	0.2470575478
Kurtosis	1.01492759
Mean	58.76811212
Median Absolute Deviation (MAD)	7
Skewness	-1.157418451
Sum	1115360
Variance	210.8044294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	900	4.7%
64	862	4.5%
65	847	4.5%
66	815	4.3%
68	764	4.0%
67	734	3.9%
63	731	3.9%
60	720	3.8%
61	647	3.4%
58	643	3.4%
Other values (76)	11316	59.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
8	4	< 0.1%
11	8	< 0.1%
12	13	0.1%
13	13	0.1%

Value	Count	Frequency (%)
94	1	< 0.1%
93	1	< 0.1%
92	2	< 0.1%
91	2	< 0.1%
90	8	< 0.1%

Volleys
Real number (ℝ)

Distinct	88
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.69650667

Minimum	3
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	3
5-th percentile	11
Q1	30
median	44
Q3	56
95-th percentile	70
Maximum	90
Range	87
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	17.64693651
Coefficient of variation (CV)	0.413311015
Kurtosis	-0.6546941748
Mean	42.69650667
Median Absolute Deviation (MAD)	13
Skewness	-0.1682069749
Sum	810337
Variance	311.4143681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48	448	2.4%
49	431	2.3%
55	411	2.2%
42	400	2.1%
59	400	2.1%
45	393	2.1%
56	391	2.1%
53	384	2.0%
52	374	2.0%
32	369	1.9%
Other values (78)	14978	78.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	16	0.1%
5	123	0.6%
6	135	0.7%
7	155	0.8%

Value	Count	Frequency (%)
90	2	< 0.1%
89	2	< 0.1%
88	4	< 0.1%
87	3	< 0.1%
86	6	< 0.1%

Skill
Real number (ℝ)

Distinct	393
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	256.4792139

Minimum	40
Maximum	470
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	40
5-th percentile	83
Q1	222
median	269
Q3	310
95-th percentile	363
Maximum	470
Range	430
Interquartile range (IQR)	88

Descriptive statistics

Standard deviation	78.65060134
Coefficient of variation (CV)	0.3066548753
Kurtosis	0.2240918171
Mean	256.4792139
Median Absolute Deviation (MAD)	43
Skewness	-0.8010070901
Sum	4867719
Variance	6185.917091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
264	144	0.8%
285	142	0.7%
289	139	0.7%
301	137	0.7%
309	133	0.7%
267	131	0.7%
284	131	0.7%
272	131	0.7%
260	131	0.7%
292	130	0.7%
Other values (383)	17630	92.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40	1	< 0.1%
43	2	< 0.1%
46	1	< 0.1%
47	2	< 0.1%
48	1	< 0.1%

Value	Count	Frequency (%)
470	1	< 0.1%
448	1	< 0.1%
441	1	< 0.1%
440	1	< 0.1%
439	1	< 0.1%

Dribbling
Real number (ℝ)

Distinct	91
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.58749144

Minimum	5
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	49
median	61
Q3	68
95-th percentile	77
Maximum	96
Range	91
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	18.76131404
Coefficient of variation (CV)	0.3375096366
Kurtosis	0.5159837561
Mean	55.58749144
Median Absolute Deviation (MAD)	8
Skewness	-1.135203474
Sum	1054995
Variance	351.9869043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	778	4.1%
64	749	3.9%
63	705	3.7%
62	689	3.6%
66	648	3.4%
68	638	3.4%
67	623	3.3%
61	609	3.2%
60	584	3.1%
70	555	2.9%
Other values (81)	12401	65.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	40	0.2%
6	57	0.3%
7	73	0.4%
8	102	0.5%
9	102	0.5%

Value	Count	Frequency (%)
96	1	< 0.1%
95	1	< 0.1%
93	1	< 0.1%
92	6	< 0.1%
91	3	< 0.1%

Curve
Real number (ℝ)

Distinct	91
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.24695716

Minimum	4
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	4
5-th percentile	13
Q1	35
median	49
Q3	61
95-th percentile	75
Maximum	94
Range	90
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	18.20779045
Coefficient of variation (CV)	0.3853748802
Kurtosis	-0.6639992827
Mean	47.24695716
Median Absolute Deviation (MAD)	13
Skewness	-0.2612581599
Sum	896700
Variance	331.5236332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48	438	2.3%
59	420	2.2%
55	419	2.2%
58	413	2.2%
45	402	2.1%
52	391	2.1%
60	389	2.0%
42	379	2.0%
49	375	2.0%
57	375	2.0%
Other values (81)	14978	78.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
6	2	< 0.1%
7	7	< 0.1%
8	18	0.1%

Value	Count	Frequency (%)
94	1	< 0.1%
93	1	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
90	4	< 0.1%

FK Accuracy
Real number (ℝ)

Distinct	90
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.39101112

Minimum	5
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	31
median	41
Q3	55
95-th percentile	71
Maximum	94
Range	89
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	17.22794693
Coefficient of variation (CV)	0.4064056619
Kurtosis	-0.6450836362
Mean	42.39101112
Median Absolute Deviation (MAD)	12
Skewness	0.1176378307
Sum	804539
Variance	296.8021555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	522	2.8%
39	499	2.6%
42	489	2.6%
32	487	2.6%
40	475	2.5%
31	463	2.4%
38	458	2.4%
34	445	2.3%
30	429	2.3%
37	422	2.2%
Other values (80)	14290	75.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	2	< 0.1%
6	7	< 0.1%
7	11	0.1%
8	23	0.1%
9	31	0.2%

Value	Count	Frequency (%)
94	1	< 0.1%
93	1	< 0.1%
92	1	< 0.1%
91	3	< 0.1%
90	1	< 0.1%

Long Passing
Real number (ℝ)

Distinct	86
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.72538068

Minimum	5
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	5
5-th percentile	23
Q1	43
median	56
Q3	64
95-th percentile	73
Maximum	93
Range	88
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.17815078
Coefficient of variation (CV)	0.2878718102
Kurtosis	-0.3284620955
Mean	52.72538068
Median Absolute Deviation (MAD)	9
Skewness	-0.59097651
Sum	1000675
Variance	230.3762612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	650	3.4%
60	645	3.4%
58	618	3.3%
59	613	3.2%
65	605	3.2%
63	577	3.0%
64	576	3.0%
55	556	2.9%
61	539	2.8%
57	529	2.8%
Other values (76)	13071	68.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
8	1	< 0.1%
9	5	< 0.1%
10	1	< 0.1%
11	12	0.1%

Value	Count	Frequency (%)
93	2	< 0.1%
91	2	< 0.1%
90	1	< 0.1%
89	6	< 0.1%
88	2	< 0.1%

Ball Control
Real number (ℝ)

Distinct	91
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.52837347

Minimum	5
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	5
5-th percentile	18
Q1	54
median	63
Q3	69
95-th percentile	77
Maximum	96
Range	91
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	16.5658922
Coefficient of variation (CV)	0.2830403652
Kurtosis	1.278962052
Mean	58.52837347
Median Absolute Deviation (MAD)	7
Skewness	-1.341846967
Sum	1110810
Variance	274.4287844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	890	4.7%
62	849	4.5%
64	847	4.5%
68	749	3.9%
66	748	3.9%
63	747	3.9%
60	721	3.8%
70	712	3.8%
67	712	3.8%
61	667	3.5%
Other values (81)	11337	59.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	6	< 0.1%
10	53	0.3%

Value	Count	Frequency (%)
96	1	< 0.1%
95	1	< 0.1%
94	1	< 0.1%
93	1	< 0.1%
92	3	< 0.1%

Movement
Real number (ℝ)

Distinct	331
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	317.7186891

Minimum	122
Maximum	464
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	122
5-th percentile	204
Q1	289
median	327
Q3	356
95-th percentile	394
Maximum	464
Range	342
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	55.87904577
Coefficient of variation (CV)	0.175875854
Kurtosis	0.5871265072
Mean	317.7186891
Median Absolute Deviation (MAD)	32
Skewness	-0.7945759565
Sum	6029983
Variance	3122.467756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
340	208	1.1%
326	183	1.0%
330	181	1.0%
329	176	0.9%
338	173	0.9%
355	171	0.9%
350	170	0.9%
354	168	0.9%
343	168	0.9%
339	168	0.9%
Other values (321)	17213	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
122	1	< 0.1%
124	1	< 0.1%
125	2	< 0.1%
126	2	< 0.1%
127	1	< 0.1%

Value	Count	Frequency (%)
464	1	< 0.1%
460	2	< 0.1%
458	1	< 0.1%
453	2	< 0.1%
451	1	< 0.1%

Acceleration
Real number (ℝ)

Distinct	85
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.35755308

Minimum	13
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	13
5-th percentile	33
Q1	57
median	67
Q3	74
95-th percentile	85
Maximum	97
Range	84
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	14.88998126
Coefficient of variation (CV)	0.2313633839
Kurtosis	0.6337077222
Mean	64.35755308
Median Absolute Deviation (MAD)	8
Skewness	-0.8626585747
Sum	1221442
Variance	221.711542
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	779	4.1%
69	715	3.8%
67	690	3.6%
66	649	3.4%
74	642	3.4%
65	623	3.3%
72	606	3.2%
73	591	3.1%
64	578	3.0%
75	565	3.0%
Other values (75)	12541	66.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13	2	< 0.1%
14	2	< 0.1%
15	22	0.1%
16	13	0.1%
17	30	0.2%

Value	Count	Frequency (%)
97	1	< 0.1%
96	6	< 0.1%
95	7	< 0.1%
94	27	0.1%
93	45	0.2%

Sprint Speed
Real number (ℝ)

Distinct	84
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.41293008

Minimum	12
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	12
5-th percentile	34
Q1	57
median	67
Q3	74
95-th percentile	84
Maximum	96
Range	84
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	14.63874331
Coefficient of variation (CV)	0.2272640492
Kurtosis	0.7076970716
Mean	64.41293008
Median Absolute Deviation (MAD)	8
Skewness	-0.880458864
Sum	1222493
Variance	214.2928057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69	787	4.1%
68	785	4.1%
67	738	3.9%
66	683	3.6%
65	664	3.5%
64	628	3.3%
72	617	3.3%
74	612	3.2%
73	585	3.1%
70	582	3.1%
Other values (74)	12298	64.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
14	1	< 0.1%
15	27	0.1%
16	17	0.1%
17	27	0.1%

Value	Count	Frequency (%)
96	4	< 0.1%
95	7	< 0.1%
94	24	0.1%
93	40	0.2%
92	56	0.3%

Agility
Real number (ℝ)

Distinct	81
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.36672111

Minimum	14
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	14
5-th percentile	34
Q1	55
median	66
Q3	74
95-th percentile	84
Maximum	96
Range	82
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.59627701
Coefficient of variation (CV)	0.230346099
Kurtosis	0.01551631844
Mean	63.36672111
Median Absolute Deviation (MAD)	9
Skewness	-0.6290347997
Sum	1202637
Variance	213.0513026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	632	3.3%
67	616	3.2%
70	615	3.2%
72	602	3.2%
66	593	3.1%
69	590	3.1%
65	578	3.0%
73	577	3.0%
71	561	3.0%
74	552	2.9%
Other values (71)	13063	68.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	1	< 0.1%
15	2	< 0.1%
18	2	< 0.1%
19	3	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
95	5	< 0.1%
94	15	0.1%
93	32	0.2%
92	50	0.3%

Reactions
Real number (ℝ)

Distinct	69
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.65561937

Minimum	24
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	24
5-th percentile	47
Q1	56
median	62
Q3	68
95-th percentile	76
Maximum	95
Range	71
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.07211401
Coefficient of variation (CV)	0.1471417221
Kurtosis	0.1926182263
Mean	61.65561937
Median Absolute Deviation (MAD)	6
Skewness	-0.1121582844
Sum	1170162
Variance	82.30325262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	924	4.9%
58	915	4.8%
63	854	4.5%
62	842	4.4%
65	840	4.4%
64	832	4.4%
59	786	4.1%
66	765	4.0%
68	737	3.9%
61	714	3.8%
Other values (59)	10770	56.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
24	1	< 0.1%
28	1	< 0.1%
29	1	< 0.1%
30	6	< 0.1%
31	12	0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
94	2	< 0.1%
93	2	< 0.1%
92	6	< 0.1%
91	4	< 0.1%

Balance
Real number (ℝ)

Distinct	82
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.92586543

Minimum	12
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	12
5-th percentile	36
Q1	56
median	66
Q3	74
95-th percentile	84
Maximum	97
Range	85
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	14.06228466
Coefficient of variation (CV)	0.2199780099
Kurtosis	0.1101749523
Mean	63.92586543
Median Absolute Deviation (MAD)	9
Skewness	-0.6076080285
Sum	1213249
Variance	197.7478498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	673	3.5%
65	638	3.4%
70	625	3.3%
67	622	3.3%
69	608	3.2%
72	605	3.2%
71	604	3.2%
66	593	3.1%
75	588	3.1%
73	579	3.1%
Other values (72)	12844	67.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
17	2	< 0.1%
18	1	< 0.1%
19	2	< 0.1%
20	7	< 0.1%

Value	Count	Frequency (%)
97	1	< 0.1%
96	1	< 0.1%
95	9	< 0.1%
94	24	0.1%
93	31	0.2%

Power
Real number (ℝ)

Distinct	288
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	296.6051952

Minimum	122
Maximum	444
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	122
5-th percentile	201
Q1	264
median	302
Q3	334
95-th percentile	371
Maximum	444
Range	322
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	50.73238963
Coefficient of variation (CV)	0.1710434964
Kurtosis	-0.1753757332
Mean	296.6051952
Median Absolute Deviation (MAD)	34
Skewness	-0.4560131499
Sum	5629270
Variance	2573.775357
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
322	172	0.9%
326	165	0.9%
336	162	0.9%
314	159	0.8%
325	158	0.8%
331	157	0.8%
301	157	0.8%
304	157	0.8%
305	156	0.8%
310	154	0.8%
Other values (278)	17382	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
122	1	< 0.1%
128	1	< 0.1%
134	1	< 0.1%
139	2	< 0.1%
140	1	< 0.1%

Value	Count	Frequency (%)
444	1	< 0.1%
437	1	< 0.1%
430	1	< 0.1%
429	1	< 0.1%
427	2	< 0.1%

Shot Power
Real number (ℝ)

Distinct	76
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.80167554

Minimum	18
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	18
5-th percentile	35
Q1	48
median	59
Q3	68
95-th percentile	78
Maximum	95
Range	77
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	13.30874704
Coefficient of variation (CV)	0.2302484645
Kurtosis	-0.53558176
Mean	57.80167554
Median Absolute Deviation (MAD)	10
Skewness	-0.2322170757
Sum	1097018
Variance	177.1227477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	618	3.3%
70	568	3.0%
68	564	3.0%
64	561	3.0%
62	549	2.9%
58	529	2.8%
66	522	2.8%
59	511	2.7%
60	494	2.6%
55	493	2.6%
Other values (66)	13570	71.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	2	< 0.1%
20	13	0.1%
21	13	0.1%
22	21	0.1%
23	31	0.2%

Value	Count	Frequency (%)
95	1	< 0.1%
94	2	< 0.1%
93	1	< 0.1%
91	2	< 0.1%
90	8	< 0.1%

Jumping
Real number (ℝ)

Distinct	75
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.57737499

Minimum	15
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	15
5-th percentile	43
Q1	58
median	65
Q3	73
95-th percentile	83
Maximum	95
Range	80
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.84486952
Coefficient of variation (CV)	0.1834213534
Kurtosis	0.2240816356
Mean	64.57737499
Median Absolute Deviation (MAD)	7
Skewness	-0.4055605481
Sum	1225614
Variance	140.300934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	803	4.2%
71	714	3.8%
65	671	3.5%
62	661	3.5%
72	651	3.4%
64	650	3.4%
60	638	3.4%
68	632	3.3%
66	629	3.3%
67	628	3.3%
Other values (65)	12302	64.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	1	< 0.1%
17	1	< 0.1%
19	1	< 0.1%
22	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
94	6	< 0.1%
93	22	0.1%
92	43	0.2%
91	72	0.4%

Stamina
Real number (ℝ)

Distinct	85
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.65398598

Minimum	12
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	12
5-th percentile	28
Q1	55
median	66
Q3	73
95-th percentile	84
Maximum	97
Range	85
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	15.80422286
Coefficient of variation (CV)	0.2522460879
Kurtosis	0.4947909738
Mean	62.65398598
Median Absolute Deviation (MAD)	8
Skewness	-0.9006430667
Sum	1189110
Variance	249.7734601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	754	4.0%
70	656	3.5%
69	646	3.4%
67	642	3.4%
65	627	3.3%
66	625	3.3%
71	617	3.3%
72	613	3.2%
64	588	3.1%
74	568	3.0%
Other values (75)	12643	66.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
14	3	< 0.1%
15	5	< 0.1%
16	17	0.1%
17	41	0.2%

Value	Count	Frequency (%)
97	1	< 0.1%
96	1	< 0.1%
95	3	< 0.1%
94	13	0.1%
93	26	0.1%

Strength
Real number (ℝ)

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.78692239

Minimum	16
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	16
5-th percentile	41
Q1	57
median	66
Q3	74
95-th percentile	84
Maximum	97
Range	81
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.48867189
Coefficient of variation (CV)	0.192765321
Kurtosis	0.008950610998
Mean	64.78692239
Median Absolute Deviation (MAD)	8
Skewness	-0.4187231044
Sum	1229591
Variance	155.9669256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	704	3.7%
70	684	3.6%
67	630	3.3%
66	625	3.3%
72	609	3.2%
65	595	3.1%
71	594	3.1%
64	593	3.1%
73	576	3.0%
69	573	3.0%
Other values (67)	12796	67.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
20	1	< 0.1%
23	1	< 0.1%
24	2	< 0.1%
25	2	< 0.1%

Value	Count	Frequency (%)
97	1	< 0.1%
96	1	< 0.1%
95	4	< 0.1%
94	10	0.1%
93	34	0.2%

Long Shots
Real number (ℝ)

Distinct	91
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.78523631

Minimum	4
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	4
5-th percentile	11
Q1	32
median	51
Q3	62
95-th percentile	73
Maximum	94
Range	90
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	19.30053429
Coefficient of variation (CV)	0.4125347185
Kurtosis	-0.783129079
Mean	46.78523631
Median Absolute Deviation (MAD)	14
Skewness	-0.4422130067
Sum	887937
Variance	372.510624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	497	2.6%
58	490	2.6%
59	479	2.5%
62	458	2.4%
65	456	2.4%
55	447	2.4%
63	446	2.3%
52	430	2.3%
56	419	2.2%
57	410	2.2%
Other values (81)	14447	76.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	9	< 0.1%
5	117	0.6%
6	157	0.8%
7	149	0.8%
8	176	0.9%

Value	Count	Frequency (%)
94	1	< 0.1%
93	1	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
90	1	< 0.1%

Mentality
Real number (ℝ)

Distinct	351
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	254.1997471

Minimum	50
Maximum	421
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	50
5-th percentile	105
Q1	227.5
median	263
Q3	297
95-th percentile	341.1
Maximum	421
Range	371
Interquartile range (IQR)	69.5

Descriptive statistics

Standard deviation	64.59561286
Coefficient of variation (CV)	0.2541136
Kurtosis	0.7870619552
Mean	254.1997471
Median Absolute Deviation (MAD)	35
Skewness	-0.9389392648
Sum	4824457
Variance	4172.5932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
263	171	0.9%
279	165	0.9%
265	163	0.9%
274	160	0.8%
271	159	0.8%
258	158	0.8%
266	157	0.8%
267	156	0.8%
251	154	0.8%
277	153	0.8%
Other values (341)	17383	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	1	< 0.1%
51	1	< 0.1%
55	1	< 0.1%
58	2	< 0.1%
59	1	< 0.1%

Value	Count	Frequency (%)
421	1	< 0.1%
414	1	< 0.1%
412	1	< 0.1%
408	2	< 0.1%
404	1	< 0.1%

Aggression
Real number (ℝ)

Distinct	88
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.5912851

Minimum	9
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	9
5-th percentile	24
Q1	44
median	58
Q3	69
95-th percentile	80
Maximum	96
Range	87
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	17.14041402
Coefficient of variation (CV)	0.308329156
Kurtosis	-0.5939281574
Mean	55.5912851
Median Absolute Deviation (MAD)	12
Skewness	-0.4257833486
Sum	1055067
Variance	293.7937927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	515	2.7%
58	511	2.7%
62	503	2.7%
68	500	2.6%
60	490	2.6%
65	490	2.6%
55	484	2.6%
66	465	2.5%
59	457	2.4%
64	449	2.4%
Other values (78)	14115	74.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
10	1	< 0.1%
11	3	< 0.1%
12	8	< 0.1%
13	10	0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
95	2	< 0.1%
94	2	< 0.1%
93	6	< 0.1%
92	9	< 0.1%

Interceptions
Real number (ℝ)

Distinct	89
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.39448865

Minimum	3
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	3
5-th percentile	13
Q1	25
median	53
Q3	64
95-th percentile	74
Maximum	91
Range	88
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	20.69807834
Coefficient of variation (CV)	0.4461322658
Kurtosis	-1.253219483
Mean	46.39448865
Median Absolute Deviation (MAD)	15
Skewness	-0.2951921908
Sum	880521
Variance	428.410447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	521	2.7%
60	515	2.7%
63	504	2.7%
65	496	2.6%
58	493	2.6%
59	478	2.5%
64	471	2.5%
66	465	2.5%
67	420	2.2%
61	416	2.2%
Other values (79)	14200	74.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	3	< 0.1%
5	3	< 0.1%
6	60	0.3%
7	76	0.4%

Value	Count	Frequency (%)
91	2	< 0.1%
90	3	< 0.1%
89	2	< 0.1%
88	4	< 0.1%
87	12	0.1%

Positioning
Real number (ℝ)

Distinct	94
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.29896201

Minimum	2
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	2
5-th percentile	10
Q1	40
median	55
Q3	64
95-th percentile	75
Maximum	95
Range	93
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	19.42870113
Coefficient of variation (CV)	0.3862644547
Kurtosis	-0.2285261369
Mean	50.29896201
Median Absolute Deviation (MAD)	11
Skewness	-0.7863617014
Sum	954624
Variance	377.4744277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	608	3.2%
62	558	2.9%
59	556	2.9%
60	556	2.9%
65	553	2.9%
64	543	2.9%
63	524	2.8%
55	518	2.7%
57	516	2.7%
61	489	2.6%
Other values (84)	13558	71.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	4	< 0.1%
3	7	< 0.1%
4	111	0.6%
5	154	0.8%
6	190	1.0%

Value	Count	Frequency (%)
95	1	< 0.1%
94	3	< 0.1%
93	4	< 0.1%
92	4	< 0.1%
91	4	< 0.1%

Vision
Real number (ℝ)

Distinct	86
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.85710522

Minimum	9
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	9
5-th percentile	30
Q1	45
median	55
Q3	64
95-th percentile	74
Maximum	95
Range	86
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	13.70857361
Coefficient of variation (CV)	0.2545360274
Kurtosis	-0.3685198361
Mean	53.85710522
Median Absolute Deviation (MAD)	10
Skewness	-0.3430614539
Sum	1022154
Variance	187.9249905
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59	641	3.4%
58	631	3.3%
55	612	3.2%
62	600	3.2%
60	593	3.1%
65	557	2.9%
64	553	2.9%
57	524	2.8%
52	511	2.7%
54	508	2.7%
Other values (76)	13249	69.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
10	4	< 0.1%
11	12	0.1%
12	10	0.1%
13	12	0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
94	1	< 0.1%
93	1	< 0.1%
91	1	< 0.1%
90	6	< 0.1%

Penalties
Real number (ℝ)

Distinct	87
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.05790611

Minimum	6
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	6
5-th percentile	17
Q1	39
median	49
Q3	60
95-th percentile	72
Maximum	92
Range	86
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.655999
Coefficient of variation (CV)	0.3257736399
Kurtosis	-0.2585331584
Mean	48.05790611
Median Absolute Deviation (MAD)	11
Skewness	-0.3412844193
Sum	912091
Variance	245.1103046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	526	2.8%
45	520	2.7%
49	518	2.7%
42	507	2.7%
40	503	2.7%
58	484	2.6%
48	484	2.6%
60	477	2.5%
44	475	2.5%
41	455	2.4%
Other values (77)	14030	73.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	5	< 0.1%
8	10	0.1%
9	5	< 0.1%
10	72	0.4%

Value	Count	Frequency (%)
92	5	< 0.1%
91	4	< 0.1%
90	8	< 0.1%
89	2	< 0.1%
88	4	< 0.1%

Composure
Real number (ℝ)

Distinct	85
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.07366036

Minimum	12
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	12
5-th percentile	37
Q1	50
median	59
Q3	67
95-th percentile	76
Maximum	96
Range	84
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.0791097
Coefficient of variation (CV)	0.2079963554
Kurtosis	0.2233449485
Mean	58.07366036
Median Absolute Deviation (MAD)	8
Skewness	-0.4409056345
Sum	1102180
Variance	145.9048911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	724	3.8%
62	705	3.7%
60	703	3.7%
65	693	3.7%
55	665	3.5%
64	648	3.4%
59	618	3.3%
57	590	3.1%
68	589	3.1%
63	585	3.1%
Other values (75)	12459	65.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	4	< 0.1%
13	3	< 0.1%
14	2	< 0.1%
15	3	< 0.1%
16	2	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
95	1	< 0.1%
94	1	< 0.1%
93	2	< 0.1%
92	3	< 0.1%

Defending
Real number (ℝ)

Distinct	247
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.9092681

Minimum	20
Maximum	272
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	20
5-th percentile	39
Q1	83
median	159
Q3	191
95-th percentile	220
Maximum	272
Range	252
Interquartile range (IQR)	108

Descriptive statistics

Standard deviation	61.21947226
Coefficient of variation (CV)	0.4375655242
Kurtosis	-1.253208635
Mean	139.9092681
Median Absolute Deviation (MAD)	45
Skewness	-0.3209760227
Sum	2655338
Variance	3747.823783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
194	221	1.2%
184	213	1.1%
193	204	1.1%
181	202	1.1%
188	198	1.0%
189	196	1.0%
192	195	1.0%
187	195	1.0%
185	193	1.0%
186	192	1.0%
Other values (237)	16970	89.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	1	< 0.1%
21	2	< 0.1%
23	1	< 0.1%
24	3	< 0.1%
25	4	< 0.1%

Value	Count	Frequency (%)
272	2	< 0.1%
267	1	< 0.1%
266	1	< 0.1%
264	2	< 0.1%
263	1	< 0.1%

Marking
Real number (ℝ)

Distinct	92
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.55919701

Minimum	3
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	3
5-th percentile	12
Q1	29
median	52
Q3	63
95-th percentile	73
Maximum	94
Range	91
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	20.13932429
Coefficient of variation (CV)	0.4325530848
Kurtosis	-1.0924779
Mean	46.55919701
Median Absolute Deviation (MAD)	15
Skewness	-0.3532880848
Sum	883647
Variance	405.5923829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	560	3.0%
65	512	2.7%
62	511	2.7%
58	500	2.6%
64	482	2.5%
63	460	2.4%
61	453	2.4%
55	453	2.4%
59	449	2.4%
66	447	2.4%
Other values (82)	14152	74.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	2	< 0.1%
5	67	0.4%
6	75	0.4%
7	103	0.5%

Value	Count	Frequency (%)
94	1	< 0.1%
93	1	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
90	4	< 0.1%

Standing Tackle
Real number (ℝ)

Distinct	87
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.705622

Minimum	5
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	5
5-th percentile	12
Q1	27
median	55
Q3	65
95-th percentile	75
Maximum	93
Range	88
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	21.36768961
Coefficient of variation (CV)	0.4479071589
Kurtosis	-1.270049875
Mean	47.705622
Median Absolute Deviation (MAD)	15
Skewness	-0.3681281029
Sum	905405
Variance	456.5781595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	637	3.4%
65	619	3.3%
63	596	3.1%
62	564	3.0%
66	548	2.9%
67	518	2.7%
68	497	2.6%
70	446	2.3%
61	429	2.3%
59	427	2.2%
Other values (77)	13698	72.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
6	2	< 0.1%
7	10	0.1%
8	18	0.1%
9	45	0.2%

Value	Count	Frequency (%)
93	1	< 0.1%
90	3	< 0.1%
89	4	< 0.1%
88	5	< 0.1%
87	11	0.1%

Sliding Tackle
Real number (ℝ)

Distinct	85
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.64444913

Minimum	4
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	4
5-th percentile	12
Q1	25
median	52
Q3	63
95-th percentile	73
Maximum	90
Range	86
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	20.92208715
Coefficient of variation (CV)	0.4583708984
Kurtosis	-1.323303822
Mean	45.64444913
Median Absolute Deviation (MAD)	16
Skewness	-0.297981489
Sum	866286
Variance	437.7337308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	625	3.3%
64	578	3.0%
61	528	2.8%
65	526	2.8%
63	524	2.8%
60	511	2.7%
59	462	2.4%
58	460	2.4%
13	450	2.4%
66	433	2.3%
Other values (75)	13882	73.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
6	4	< 0.1%
7	4	< 0.1%
8	20	0.1%
9	41	0.2%

Value	Count	Frequency (%)
90	3	< 0.1%
88	2	< 0.1%
87	5	< 0.1%
86	9	< 0.1%
85	13	0.1%

Goalkeeping
Real number (ℝ)

Distinct	259
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81.43669319

Minimum	10
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	10
5-th percentile	41
Q1	48
median	53
Q3	59
95-th percentile	322
Maximum	440
Range	430
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	84.66557941
Coefficient of variation (CV)	1.039649034
Kurtosis	4.846421277
Mean	81.43669319
Median Absolute Deviation (MAD)	6
Skewness	2.561242795
Sum	1545587
Variance	7168.260338
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	977	5.1%
51	939	4.9%
53	937	4.9%
50	912	4.8%
54	880	4.6%
49	846	4.5%
55	836	4.4%
56	817	4.3%
48	752	4.0%
47	740	3.9%
Other values (249)	10343	54.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	2	< 0.1%
13	2	< 0.1%
15	9	< 0.1%
16	1	< 0.1%
17	1	< 0.1%

Value	Count	Frequency (%)
440	1	< 0.1%
439	2	< 0.1%
437	1	< 0.1%
435	1	< 0.1%
424	1	< 0.1%

GK Diving
Real number (ℝ)

Distinct	69
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.41630223

Minimum	2
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	8
median	11
Q3	14
95-th percentile	66
Maximum	90
Range	88
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	17.55419442
Coefficient of variation (CV)	1.069314768
Kurtosis	4.591077911
Mean	16.41630223
Median Absolute Deviation (MAD)	3
Skewness	2.471044397
Sum	311565
Variance	308.1497416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	1684	8.9%
7	1672	8.8%
11	1662	8.8%
13	1659	8.7%
12	1654	8.7%
9	1651	8.7%
14	1630	8.6%
10	1625	8.6%
6	1461	7.7%
15	1213	6.4%
Other values (59)	3068	16.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	5	< 0.1%
3	14	0.1%
4	14	0.1%
5	494	2.6%
6	1461	7.7%

Value	Count	Frequency (%)
90	1	< 0.1%
89	2	< 0.1%
88	3	< 0.1%
87	2	< 0.1%
86	4	< 0.1%

GK Handling
Real number (ℝ)

Distinct	70
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.20712366

Minimum	2
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	8
median	11
Q3	14
95-th percentile	63
Maximum	92
Range	90
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	16.81630496
Coefficient of variation (CV)	1.037587255
Kurtosis	4.566949351
Mean	16.20712366
Median Absolute Deviation (MAD)	3
Skewness	2.46189166
Sum	307595
Variance	282.7881124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1743	9.2%
12	1699	9.0%
11	1683	8.9%
7	1680	8.9%
13	1673	8.8%
9	1651	8.7%
14	1626	8.6%
8	1616	8.5%
6	1345	7.1%
15	1164	6.1%
Other values (60)	3099	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	7	< 0.1%
3	17	0.1%
4	11	0.1%
5	474	2.5%
6	1345	7.1%

Value	Count	Frequency (%)
92	1	< 0.1%
89	1	< 0.1%
88	1	< 0.1%
87	1	< 0.1%
86	1	< 0.1%

GK Kicking
Real number (ℝ)

Distinct	79
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.07645292

Minimum	2
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	8
median	11
Q3	14
95-th percentile	62
Maximum	93
Range	91
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	16.49110304
Coefficient of variation (CV)	1.025792388
Kurtosis	4.614980882
Mean	16.07645292
Median Absolute Deviation (MAD)	3
Skewness	2.462723519
Sum	305115
Variance	271.9564794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	1712	9.0%
9	1706	9.0%
7	1689	8.9%
13	1685	8.9%
14	1681	8.9%
8	1617	8.5%
10	1616	8.5%
11	1587	8.4%
6	1400	7.4%
15	1150	6.1%
Other values (69)	3136	16.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	4	< 0.1%
3	16	0.1%
4	12	0.1%
5	502	2.6%
6	1400	7.4%

Value	Count	Frequency (%)
93	1	< 0.1%
91	1	< 0.1%
90	1	< 0.1%
88	1	< 0.1%
87	2	< 0.1%

GK Positioning
Real number (ℝ)

Distinct	76
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.21718742

Minimum	2
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	8
median	11
Q3	14
95-th percentile	64
Maximum	91
Range	89
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	17.00223891
Coefficient of variation (CV)	1.048408609
Kurtosis	4.763669676
Mean	16.21718742
Median Absolute Deviation (MAD)	3
Skewness	2.49171618
Sum	307786
Variance	289.0761278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	1756	9.3%
7	1701	9.0%
10	1692	8.9%
11	1692	8.9%
9	1658	8.7%
12	1643	8.7%
14	1614	8.5%
13	1557	8.2%
6	1313	6.9%
15	1240	6.5%
Other values (66)	3113	16.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	7	< 0.1%
3	14	0.1%
4	18	0.1%
5	502	2.6%
6	1313	6.9%

Value	Count	Frequency (%)
91	2	< 0.1%
90	1	< 0.1%
89	1	< 0.1%
88	1	< 0.1%
87	2	< 0.1%

GK Reflexes
Real number (ℝ)

Distinct	70
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.51962696

Minimum	2
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	8
median	11
Q3	14
95-th percentile	67
Maximum	90
Range	88
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	17.85407861
Coefficient of variation (CV)	1.080779769
Kurtosis	4.664639557
Mean	16.51962696
Median Absolute Deviation (MAD)	3
Skewness	2.484474749
Sum	313526
Variance	318.768123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	1704	9.0%
10	1694	8.9%
11	1682	8.9%
7	1677	8.8%
13	1662	8.8%
8	1643	8.7%
12	1642	8.7%
14	1638	8.6%
6	1401	7.4%
15	1148	6.0%
Other values (60)	3088	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	3	< 0.1%
3	18	0.1%
4	18	0.1%
5	495	2.6%
6	1401	7.4%

Value	Count	Frequency (%)
90	4	< 0.1%
89	6	< 0.1%
88	7	< 0.1%
87	3	< 0.1%
86	9	< 0.1%

Total Stats
Real number (ℝ)

Distinct	1420
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1595.286949

Minimum	747
Maximum	2316
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	747
5-th percentile	1047
Q1	1452
median	1627
Q3	1781
95-th percentile	1980
Maximum	2316
Range	1569
Interquartile range (IQR)	329

Descriptive statistics

Standard deviation	269.8747889
Coefficient of variation (CV)	0.16917006
Kurtosis	0.337619737
Mean	1595.286949
Median Absolute Deviation (MAD)	163
Skewness	-0.6466736361
Sum	30276951
Variance	72832.40169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1681	45	0.2%
1532	44	0.2%
1666	43	0.2%
1711	42	0.2%
1672	40	0.2%
1528	40	0.2%
1686	40	0.2%
1673	40	0.2%
1776	40	0.2%
1607	40	0.2%
Other values (1410)	18565	97.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
747	1	< 0.1%
749	1	< 0.1%
757	1	< 0.1%
760	1	< 0.1%
763	1	< 0.1%

Value	Count	Frequency (%)
2316	1	< 0.1%
2304	1	< 0.1%
2303	1	< 0.1%
2288	1	< 0.1%
2282	1	< 0.1%

Base Stats
Real number (ℝ)

Distinct	250
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	355.7021972

Minimum	232
Maximum	498
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	232
5-th percentile	288
Q1	327
median	356
Q3	384
95-th percentile	423
Maximum	498
Range	266
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	40.76111739
Coefficient of variation (CV)	0.114593381
Kurtosis	-0.3064302161
Mean	355.7021972
Median Absolute Deviation (MAD)	29
Skewness	0.03554711043
Sum	6750872
Variance	1661.468691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
358	209	1.1%
365	194	1.0%
353	193	1.0%
363	192	1.0%
345	191	1.0%
361	189	1.0%
368	187	1.0%
371	187	1.0%
357	185	1.0%
349	184	1.0%
Other values (240)	17068	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
232	1	< 0.1%
233	1	< 0.1%
238	2	< 0.1%
239	2	< 0.1%
240	2	< 0.1%

Value	Count	Frequency (%)
498	1	< 0.1%
497	1	< 0.1%
490	1	< 0.1%
489	1	< 0.1%
485	1	< 0.1%

W/F
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.940513199

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	3
Q3	3
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6684494842
Coefficient of variation (CV)	0.227324089
Kurtosis	0.6211832605
Mean	2.940513199
Median Absolute Deviation (MAD)	0
Skewness	0.222012511
Sum	55808
Variance	0.4468247129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	11695	61.6%
2	4141	21.8%
4	2722	14.3%
5	283	1.5%
1	138	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	138	0.7%
2	4141	21.8%
3	11695	61.6%
4	2722	14.3%
5	283	1.5%

Value	Count	Frequency (%)
5	283	1.5%
4	2722	14.3%
3	11695	61.6%
2	4141	21.8%
1	138	0.7%

SM
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.364982349

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7661139032
Coefficient of variation (CV)	0.3239406432
Kurtosis	-0.0685505422
Mean	2.364982349
Median Absolute Deviation (MAD)	1
Skewness	0.2235971186
Sum	44885
Variance	0.5869305127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2	9142	48.2%
3	6577	34.7%
1	2075	10.9%
4	1130	6.0%
5	55	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2075	10.9%
2	9142	48.2%
3	6577	34.7%
4	1130	6.0%
5	55	0.3%

Value	Count	Frequency (%)
5	55	0.3%
4	1130	6.0%
3	6577	34.7%
2	9142	48.2%
1	2075	10.9%

A/W
Real number (ℝ)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.226460825

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5286935609
Coefficient of variation (CV)	0.2374591796
Kurtosis	-0.1894466432
Mean	2.226460825
Median Absolute Deviation (MAD)	0
Skewness	0.1689144755
Sum	42256
Variance	0.2795168813
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	12701	66.9%
3	5288	27.9%
1	990	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	990	5.2%
2	12701	66.9%
3	5288	27.9%

Value	Count	Frequency (%)
3	5288	27.9%
2	12701	66.9%
1	990	5.2%

D/W
Real number (ℝ)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.082775699

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5077624536
Coefficient of variation (CV)	0.2437912319
Kurtosis	0.7316643564
Mean	2.082775699
Median Absolute Deviation (MAD)	0
Skewness	0.1389507676
Sum	39529
Variance	0.2578227093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	13956	73.5%
3	3297	17.4%
1	1726	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1726	9.1%
2	13956	73.5%
3	3297	17.4%

Value	Count	Frequency (%)
3	3297	17.4%
2	13956	73.5%
1	1726	9.1%

IR
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.091627588

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	5
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3617602269
Coefficient of variation (CV)	0.3313952769
Kurtosis	24.82371609
Mean	1.091627588
Median Absolute Deviation (MAD)	0
Skewness	4.639035968
Sum	20718
Variance	0.1308704618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	17629	92.9%
2	1018	5.4%
3	281	1.5%
4	45	0.2%
5	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	17629	92.9%
2	1018	5.4%
3	281	1.5%
4	45	0.2%
5	6	< 0.1%

Value	Count	Frequency (%)
5	6	< 0.1%
4	45	0.2%
3	281	1.5%
2	1018	5.4%
1	17629	92.9%

PAC
Real number (ℝ)

Distinct	70
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.45397545

Minimum	25
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	25
5-th percentile	49
Q1	61
median	68
Q3	75
95-th percentile	84
Maximum	96
Range	71
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	10.67785932
Coefficient of variation (CV)	0.1582984435
Kurtosis	0.6741991404
Mean	67.45397545
Median Absolute Deviation (MAD)	7
Skewness	-0.4544097453
Sum	1280209
Variance	114.0166797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66	834	4.4%
68	806	4.2%
67	803	4.2%
65	781	4.1%
71	765	4.0%
69	762	4.0%
64	734	3.9%
70	708	3.7%
73	682	3.6%
72	663	3.5%
Other values (60)	11441	60.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25	1	< 0.1%
28	2	< 0.1%
29	2	< 0.1%
30	22	0.1%
31	20	0.1%

Value	Count	Frequency (%)
96	3	< 0.1%
95	3	< 0.1%
94	20	0.1%
93	39	0.2%
92	47	0.2%

SHO
Real number (ℝ)

Distinct	78
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.45703146

Minimum	16
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	16
5-th percentile	28
Q1	44
median	56
Q3	64
95-th percentile	73
Maximum	93
Range	77
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	13.82742519
Coefficient of variation (CV)	0.2586642919
Kurtosis	-0.6495956139
Mean	53.45703146
Median Absolute Deviation (MAD)	9
Skewness	-0.3773815127
Sum	1014561
Variance	191.1976873
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	630	3.3%
58	629	3.3%
62	611	3.2%
61	607	3.2%
63	599	3.2%
59	586	3.1%
64	568	3.0%
65	566	3.0%
57	554	2.9%
56	526	2.8%
Other values (68)	13103	69.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
17	2	< 0.1%
18	3	< 0.1%
19	3	< 0.1%
20	9	< 0.1%

Value	Count	Frequency (%)
93	1	< 0.1%
92	2	< 0.1%
91	2	< 0.1%
90	2	< 0.1%
89	1	< 0.1%

PAS
Real number (ℝ)

Distinct	68
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.68101586

Minimum	25
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	25
5-th percentile	40
Q1	51
median	58
Q3	64
95-th percentile	73
Maximum	93
Range	68
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.08185717
Coefficient of variation (CV)	0.174786401
Kurtosis	-0.0296601063
Mean	57.68101586
Median Absolute Deviation (MAD)	7
Skewness	-0.2164597558
Sum	1094728
Variance	101.6438439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	843	4.4%
62	801	4.2%
61	797	4.2%
58	782	4.1%
59	779	4.1%
57	764	4.0%
63	715	3.8%
56	704	3.7%
55	686	3.6%
54	658	3.5%
Other values (58)	11450	60.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25	5	< 0.1%
26	7	< 0.1%
27	12	0.1%
28	12	0.1%
29	27	0.1%

Value	Count	Frequency (%)
93	2	< 0.1%
91	3	< 0.1%
90	2	< 0.1%
89	1	< 0.1%
88	4	< 0.1%

DRI
Real number (ℝ)

Distinct	69
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.87501976

Minimum	25
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	25
5-th percentile	44
Q1	57
median	64
Q3	69
95-th percentile	78
Maximum	95
Range	70
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.927414794
Coefficient of variation (CV)	0.1578912393
Kurtosis	0.4580539975
Mean	62.87501976
Median Absolute Deviation (MAD)	6
Skewness	-0.5121806462
Sum	1193305
Variance	98.55356449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	917	4.8%
63	896	4.7%
66	890	4.7%
65	881	4.6%
67	833	4.4%
68	829	4.4%
62	814	4.3%
69	769	4.1%
61	700	3.7%
60	690	3.6%
Other values (59)	10760	56.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25	1	< 0.1%
27	3	< 0.1%
28	1	< 0.1%
29	7	< 0.1%
30	18	0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
94	1	< 0.1%
92	3	< 0.1%
91	4	< 0.1%
90	12	0.1%

DEF
Real number (ℝ)

Distinct	78
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.86622056

Minimum	12
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	12
5-th percentile	23
Q1	35
median	53
Q3	63
95-th percentile	73
Maximum	91
Range	79
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	16.44321277
Coefficient of variation (CV)	0.3297465215
Kurtosis	-1.1197498
Mean	49.86622056
Median Absolute Deviation (MAD)	13
Skewness	-0.2220157905
Sum	946411
Variance	270.3792462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63	612	3.2%
62	589	3.1%
61	568	3.0%
60	552	2.9%
64	519	2.7%
65	502	2.6%
66	498	2.6%
59	486	2.6%
58	454	2.4%
57	423	2.2%
Other values (68)	13776	72.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	8	< 0.1%
16	28	0.1%
17	46	0.2%
18	109	0.6%

Value	Count	Frequency (%)
91	1	< 0.1%
90	1	< 0.1%
89	2	< 0.1%
88	2	< 0.1%
87	8	< 0.1%

PHY
Real number (ℝ)

Distinct	63
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.36893409

Minimum	28
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	148.4 KiB

Quantile statistics

Minimum	28
5-th percentile	47
Q1	58
median	65
Q3	71
95-th percentile	79
Maximum	91
Range	63
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.601883146
Coefficient of variation (CV)	0.1491695223
Kurtosis	-0.1416933351
Mean	64.36893409
Median Absolute Deviation (MAD)	7
Skewness	-0.4102686126
Sum	1221658
Variance	92.19615995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66	850	4.5%
67	829	4.4%
70	787	4.1%
69	786	4.1%
68	774	4.1%
65	746	3.9%
71	735	3.9%
63	714	3.8%
62	699	3.7%
64	678	3.6%
Other values (53)	11381	60.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
28	2	< 0.1%
29	2	< 0.1%
31	3	< 0.1%
32	1	< 0.1%
33	6	< 0.1%

Value	Count	Frequency (%)
91	4	< 0.1%
90	2	< 0.1%
89	4	< 0.1%
88	4	< 0.1%
87	14	0.1%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Other Symbol

Format

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Specials

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Format

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script